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arabert_cross_relevance_task3_fold0

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  1. README.md +87 -0
  2. config.json +32 -0
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README.md ADDED
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+ ---
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+ base_model: aubmindlab/bert-base-arabertv02
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: arabert_cross_relevance_task2_fold6
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # arabert_cross_relevance_task2_fold6
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+
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+ This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.3731
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+ - Qwk: 0.2015
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+ - Mse: 0.3740
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 16
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+ - eval_batch_size: 16
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 1
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
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+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|
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+ | No log | 0.0328 | 2 | 0.3728 | 0.0488 | 0.3746 |
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+ | No log | 0.0656 | 4 | 0.4013 | 0.2050 | 0.4011 |
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+ | No log | 0.0984 | 6 | 0.3850 | 0.2744 | 0.3837 |
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+ | No log | 0.1311 | 8 | 0.3889 | 0.1783 | 0.3869 |
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+ | No log | 0.1639 | 10 | 0.4111 | 0.1429 | 0.4096 |
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+ | No log | 0.1967 | 12 | 0.3212 | 0.2348 | 0.3207 |
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+ | No log | 0.2295 | 14 | 0.2701 | 0.2399 | 0.2703 |
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+ | No log | 0.2623 | 16 | 0.2550 | 0.2436 | 0.2551 |
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+ | No log | 0.2951 | 18 | 0.2577 | 0.2547 | 0.2579 |
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+ | No log | 0.3279 | 20 | 0.2669 | 0.2820 | 0.2671 |
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+ | No log | 0.3607 | 22 | 0.2805 | 0.2755 | 0.2808 |
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+ | No log | 0.3934 | 24 | 0.3053 | 0.2543 | 0.3054 |
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+ | No log | 0.4262 | 26 | 0.3392 | 0.2263 | 0.3390 |
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+ | No log | 0.4590 | 28 | 0.3752 | 0.2215 | 0.3749 |
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+ | No log | 0.4918 | 30 | 0.3683 | 0.2299 | 0.3680 |
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+ | No log | 0.5246 | 32 | 0.3274 | 0.2226 | 0.3272 |
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+ | No log | 0.5574 | 34 | 0.2787 | 0.2170 | 0.2786 |
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+ | No log | 0.5902 | 36 | 0.2643 | 0.2325 | 0.2643 |
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+ | No log | 0.6230 | 38 | 0.2611 | 0.2393 | 0.2611 |
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+ | No log | 0.6557 | 40 | 0.2645 | 0.2530 | 0.2648 |
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+ | No log | 0.6885 | 42 | 0.2728 | 0.2412 | 0.2732 |
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+ | No log | 0.7213 | 44 | 0.2938 | 0.2367 | 0.2944 |
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+ | No log | 0.7541 | 46 | 0.3280 | 0.2350 | 0.3286 |
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+ | No log | 0.7869 | 48 | 0.3701 | 0.2015 | 0.3708 |
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+ | No log | 0.8197 | 50 | 0.4045 | 0.1860 | 0.4053 |
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+ | No log | 0.8525 | 52 | 0.4285 | 0.1751 | 0.4293 |
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+ | No log | 0.8852 | 54 | 0.4202 | 0.1751 | 0.4211 |
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+ | No log | 0.9180 | 56 | 0.4025 | 0.1860 | 0.4034 |
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+ | No log | 0.9508 | 58 | 0.3839 | 0.2015 | 0.3847 |
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+ | No log | 0.9836 | 60 | 0.3731 | 0.2015 | 0.3740 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.44.0
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+ - Pytorch 2.4.0
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+ - Datasets 2.21.0
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+ - Tokenizers 0.19.1
config.json ADDED
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+ "_name_or_path": "aubmindlab/bert-base-arabertv02",
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+ "architectures": [
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+ "BertForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "classifier_dropout": null,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "LABEL_0": 0
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 512,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "absolute",
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+ "problem_type": "regression",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.44.0",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 64000
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+ }
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